Scientific Discovery on AIME Agent
37.78Step 1 MeanCOAT
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| COATBackbone=Grok-4.1-FR2026.03 | 37.78 | 43.33 | 37.78 | 43.33 | 37.78 | 43.33 | 38.89 | 43.33 | |
| CausalPlanner (Meta)Backbone=Grok-4.1-FR2026.03 | 34.44 | 36.67 | 35.56 | 36.67 | 36.67 | 40 | 36.67 | 40 | |
| ShinkaEvolveBackbone=Grok-4.1-FR2026.03 | 33.33 | 33.33 | 34.44 | 36.67 | 34.44 | 36.67 | 34.44 | 36.67 | |
| CausalEvolveBackbone=Grok-4.1-FR2026.03 | 33.33 | 36.67 | 38.89 | 40 | 38.89 | 40 | 38.89 | 40 |